The Role of Diverse Replay for Generalisation in Reinforcement Learning

Max Weltevrede, Matthijs T. J. Spaan, Wendelin Böhmer

In reinforcement learning (RL), key components of many algorithms are the exploration strategy and replay buffer. These strategies regulate what environment data is collected and t…